Pandas Profiling Report

Dataset statistics

Number of variables	27
Number of observations	4998
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.1 MiB
Average record size in memory	224.0 B

Variable types

Categorical	3
Text	9
Numeric	15

Alerts

`color` is highly imbalanced (75.1%)	Imbalance
`language` is highly imbalanced (88.8%)	Imbalance
`budget` is highly skewed (γ1 = 50.46992572)	Skewed
`director_facebook_likes` has 897 (17.9%) zeros	Zeros
`actor_3_facebook_likes` has 89 (1.8%) zeros	Zeros
`actor_2_facebook_likes` has 55 (1.1%) zeros	Zeros
`movie_facebook_likes` has 2162 (43.3%) zeros	Zeros

Reproduction

Analysis started	2024-03-17 00:42:15.818007
Analysis finished	2024-03-17 00:43:02.917350
Duration	47.1 seconds
Software version	ydata-profiling vv4.6.5
Download configuration	config.json

color
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

Color	4791
Black and White	207

Length

Max length	16
Median length	5
Mean length	5.4555822
Min length	5

Characters and Unicode

Total characters	27267
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Color
2nd row	Color
3rd row	Color
4th row	Color
5th row	Color

Common Values

Value	Count	Frequency (%)
Color	4791	95.9%
Black and White	207	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
color	4791	88.5%
black	207	3.8%
and	207	3.8%
white	207	3.8%

Most occurring characters

Value	Count	Frequency (%)
o	9582	35.1%
l	4998	18.3%
C	4791	17.6%
r	4791	17.6%
	621	2.3%
a	414	1.5%
B	207	0.8%
c	207	0.8%
k	207	0.8%
n	207	0.8%
Other values (6)	1242	4.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	21441	78.6%
Uppercase Letter	5205	19.1%
Space Separator	621	2.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	9582	44.7%
l	4998	23.3%
r	4791	22.3%
a	414	1.9%
c	207	1.0%
k	207	1.0%
n	207	1.0%
d	207	1.0%
h	207	1.0%
i	207	1.0%
Other values (2)	414	1.9%

Uppercase Letter

Value	Count	Frequency (%)
C	4791	92.0%
B	207	4.0%
W	207	4.0%

Space Separator

Value	Count	Frequency (%)
	621	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	26646	97.7%
Common	621	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	9582	36.0%
l	4998	18.8%
C	4791	18.0%
r	4791	18.0%
a	414	1.6%
B	207	0.8%
c	207	0.8%
k	207	0.8%
n	207	0.8%
d	207	0.8%
Other values (5)	1035	3.9%

Common

Value	Count	Frequency (%)
	621	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27267	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	9582	35.1%
l	4998	18.3%
C	4791	17.6%
r	4791	17.6%
	621	2.3%
a	414	1.5%
B	207	0.8%
c	207	0.8%
k	207	0.8%
n	207	0.8%
Other values (6)	1242	4.6%

director_name
Text

Distinct	2399
Distinct (%)	48.0%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

Length

Max length	32
Median length	24
Mean length	12.966186
Min length	3

Characters and Unicode

Total characters	64805
Distinct characters	76
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1513 ?
Unique (%)	30.3%

Sample

1st row	James Cameron
2nd row	Gore Verbinski
3rd row	Sam Mendes
4th row	Christopher Nolan
5th row	Doug Walker

Value	Count	Frequency (%)
john	178	1.7%
david	148	1.4%
michael	126	1.2%
unknown	103	1.0%
james	87	0.8%
robert	84	0.8%
peter	84	0.8%
richard	80	0.8%
paul	76	0.7%
scott	65	0.6%
Other values (2967)	9254	90.0%

Most occurring characters

Value	Count	Frequency (%)
e	6045	9.3%
	5287	8.2%
a	5237	8.1%
n	4928	7.6%
r	4415	6.8%
o	3861	6.0%
i	3665	5.7%
l	2947	4.5%
t	2297	3.5%
s	2070	3.2%
Other values (66)	24053	37.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	48774	75.3%
Uppercase Letter	10398	16.0%
Space Separator	5287	8.2%
Other Punctuation	259	0.4%
Dash Punctuation	87	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6045	12.4%
a	5237	10.7%
n	4928	10.1%
r	4415	9.1%
o	3861	7.9%
i	3665	7.5%
l	2947	6.0%
t	2297	4.7%
s	2070	4.2%
h	1833	3.8%
Other values (31)	11476	23.5%

Uppercase Letter

Value	Count	Frequency (%)
S	995	9.6%
J	916	8.8%
M	881	8.5%
R	752	7.2%
C	704	6.8%
B	669	6.4%
D	614	5.9%
A	564	5.4%
L	496	4.8%
P	481	4.6%
Other values (21)	3326	32.0%

Other Punctuation

Value	Count	Frequency (%)
.	238	91.9%
'	21	8.1%

Space Separator

Value	Count	Frequency (%)
	5287	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	87	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	59172	91.3%
Common	5633	8.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6045	10.2%
a	5237	8.9%
n	4928	8.3%
r	4415	7.5%
o	3861	6.5%
i	3665	6.2%
l	2947	5.0%
t	2297	3.9%
s	2070	3.5%
h	1833	3.1%
Other values (62)	21874	37.0%

Common

Value	Count	Frequency (%)
	5287	93.9%
.	238	4.2%
-	87	1.5%
'	21	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	64663	99.8%
None	142	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6045	9.3%
	5287	8.2%
a	5237	8.1%
n	4928	7.6%
r	4415	6.8%
o	3861	6.0%
i	3665	5.7%
l	2947	4.6%
t	2297	3.6%
s	2070	3.2%
Other values (46)	23911	37.0%

None

Value	Count	Frequency (%)
é	45	31.7%
á	19	13.4%
ö	16	11.3%
ó	16	11.3%
í	8	5.6%
ñ	7	4.9%
å	6	4.2%
ç	5	3.5%
É	3	2.1%
Ô	2	1.4%
Other values (10)	15	10.6%

num_critic_for_reviews
Real number (ℝ)

Distinct	528
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	139.59704

Minimum	1
Maximum	813
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	1
5-th percentile	9
Q1	50
median	110
Q3	193
95-th percentile	385.15
Maximum	813
Range	812
Interquartile range (IQR)	143

Descriptive statistics

Standard deviation	120.9164
Coefficient of variation (CV)	0.86618168
Kurtosis	2.9659474
Mean	139.59704
Median Absolute Deviation (MAD)	67
Skewness	1.5297719
Sum	697706
Variance	14620.775
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110	68	1.4%
1	42	0.8%
9	36	0.7%
5	36	0.7%
10	35	0.7%
8	34	0.7%
12	34	0.7%
16	33	0.7%
81	32	0.6%
43	31	0.6%
Other values (518)	4617	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	42	0.8%
2	26	0.5%
3	24	0.5%
4	29	0.6%
5	36	0.7%
6	28	0.6%
7	23	0.5%
8	34	0.7%
9	36	0.7%
10	35	0.7%

Value	Count	Frequency (%)
813	1	< 0.1%
775	1	< 0.1%
765	1	< 0.1%
750	2	< 0.1%
739	1	< 0.1%
738	1	< 0.1%
733	1	< 0.1%
723	1	< 0.1%
712	1	< 0.1%
703	1	< 0.1%

duration
Real number (ℝ)

Distinct	191
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	107.20068

Minimum	7
Maximum	511
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	7
5-th percentile	81
Q1	93
median	103
Q3	118
95-th percentile	146
Maximum	511
Range	504
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	25.211904
Coefficient of variation (CV)	0.23518418
Kurtosis	22.645561
Mean	107.20068
Median Absolute Deviation (MAD)	12
Skewness	2.346182
Sum	535789
Variance	635.64013
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	160	3.2%
100	139	2.8%
101	136	2.7%
98	135	2.7%
97	131	2.6%
93	127	2.5%
94	124	2.5%
99	123	2.5%
95	122	2.4%
103	116	2.3%
Other values (181)	3685	73.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	2	< 0.1%
11	1	< 0.1%
14	1	< 0.1%
20	1	< 0.1%
22	7	0.1%
23	2	< 0.1%
24	2	< 0.1%
25	4	0.1%
27	1	< 0.1%
28	1	< 0.1%

Value	Count	Frequency (%)
511	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
325	1	< 0.1%
300	1	< 0.1%
293	1	< 0.1%
289	1	< 0.1%
286	1	< 0.1%
280	1	< 0.1%
271	1	< 0.1%

director_facebook_likes
Real number (ℝ)

ZEROS

Distinct	435
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	675.4964

Minimum	0
Maximum	23000
Zeros	897
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	49
Q3	189
95-th percentile	964
Maximum	23000
Range	23000
Interquartile range (IQR)	182

Descriptive statistics

Standard deviation	2793.8965
Coefficient of variation (CV)	4.1360642
Kurtosis	27.785224
Mean	675.4964
Median Absolute Deviation (MAD)	49
Skewness	5.2780979
Sum	3376131
Variance	7805857.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	897	17.9%
49	124	2.5%
3	70	1.4%
6	66	1.3%
7	64	1.3%
2	63	1.3%
4	60	1.2%
11	58	1.2%
10	53	1.1%
5	52	1.0%
Other values (425)	3491	69.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	897	17.9%
2	63	1.3%
3	70	1.4%
4	60	1.2%
5	52	1.0%
6	66	1.3%
7	64	1.3%
8	52	1.0%
9	49	1.0%
10	53	1.1%

Value	Count	Frequency (%)
23000	1	< 0.1%
22000	8	0.2%
21000	10	0.2%
20000	1	< 0.1%
18000	4	0.1%
17000	20	0.4%
16000	28	0.6%
15000	2	< 0.1%
14000	30	0.6%
13000	26	0.5%

actor_3_facebook_likes
Real number (ℝ)

ZEROS

Distinct	906
Distinct (%)	18.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	638.65426

Minimum	0
Maximum	23000
Zeros	89
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	134
median	369
Q3	634.75
95-th percentile	1000
Maximum	23000
Range	23000
Interquartile range (IQR)	500.75

Descriptive statistics

Standard deviation	1639.6146
Coefficient of variation (CV)	2.5672961
Kurtosis	61.39995
Mean	638.65426
Median Absolute Deviation (MAD)	247
Skewness	7.3191584
Sum	3191994
Variance	2688336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	125	2.5%
0	89	1.8%
11000	29	0.6%
3	27	0.5%
2000	27	0.5%
3000	26	0.5%
369	24	0.5%
7	21	0.4%
4	21	0.4%
826	21	0.4%
Other values (896)	4588	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	1.8%
2	21	0.4%
3	27	0.5%
4	21	0.4%
5	18	0.4%
6	18	0.4%
7	21	0.4%
8	17	0.3%
9	16	0.3%
10	12	0.2%

Value	Count	Frequency (%)
23000	2	< 0.1%
20000	1	< 0.1%
19000	4	0.1%
17000	1	< 0.1%
16000	3	0.1%
15000	1	< 0.1%
14000	6	0.1%
13000	5	0.1%
12000	7	0.1%
11000	29	0.6%

actor_2_name
Text

Distinct	3033
Distinct (%)	60.7%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

Length

Max length	28
Median length	25
Mean length	13.057423
Min length	3

Characters and Unicode

Total characters	65261
Distinct characters	80
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2104 ?
Unique (%)	42.1%

Sample

1st row	Joel David Moore
2nd row	Orlando Bloom
3rd row	Rory Kinnear
4th row	Christian Bale
5th row	Rob Walker

Value	Count	Frequency (%)
michael	102	1.0%
david	59	0.6%
john	56	0.5%
james	53	0.5%
scott	51	0.5%
tom	50	0.5%
robert	43	0.4%
jason	43	0.4%
kevin	41	0.4%
thomas	39	0.4%
Other values (3826)	9784	94.8%

Most occurring characters

Value	Count	Frequency (%)
e	6152	9.4%
a	5882	9.0%
	5323	8.2%
n	4748	7.3%
r	4365	6.7%
i	3987	6.1%
o	3632	5.6%
l	3389	5.2%
t	2326	3.6%
s	2139	3.3%
Other values (70)	23318	35.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	49092	75.2%
Uppercase Letter	10591	16.2%
Space Separator	5323	8.2%
Other Punctuation	185	0.3%
Dash Punctuation	64	0.1%
Decimal Number	6	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6152	12.5%
a	5882	12.0%
n	4748	9.7%
r	4365	8.9%
i	3987	8.1%
o	3632	7.4%
l	3389	6.9%
t	2326	4.7%
s	2139	4.4%
h	1785	3.6%
Other values (38)	10687	21.8%

Uppercase Letter

Value	Count	Frequency (%)
M	990	9.3%
S	812	7.7%
C	805	7.6%
B	766	7.2%
J	765	7.2%
D	657	6.2%
A	637	6.0%
R	586	5.5%
L	506	4.8%
T	458	4.3%
Other values (16)	3609	34.1%

Other Punctuation

Value	Count	Frequency (%)
.	122	65.9%
'	63	34.1%

Decimal Number

Value	Count	Frequency (%)
5	3	50.0%
0	3	50.0%

Space Separator

Value	Count	Frequency (%)
	5323	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	64	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	59683	91.5%
Common	5578	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6152	10.3%
a	5882	9.9%
n	4748	8.0%
r	4365	7.3%
i	3987	6.7%
o	3632	6.1%
l	3389	5.7%
t	2326	3.9%
s	2139	3.6%
h	1785	3.0%
Other values (64)	21278	35.7%

Common

Value	Count	Frequency (%)
	5323	95.4%
.	122	2.2%
-	64	1.1%
'	63	1.1%
5	3	0.1%
0	3	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65140	99.8%
None	121	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6152	9.4%
a	5882	9.0%
	5323	8.2%
n	4748	7.3%
r	4365	6.7%
i	3987	6.1%
o	3632	5.6%
l	3389	5.2%
t	2326	3.6%
s	2139	3.3%
Other values (48)	23197	35.6%

None

Value	Count	Frequency (%)
é	43	35.5%
í	14	11.6%
á	10	8.3%
ë	8	6.6%
ø	6	5.0%
ó	6	5.0%
ü	4	3.3%
å	4	3.3%
û	3	2.5%
ï	3	2.5%
Other values (12)	20	16.5%

actor_1_facebook_likes
Real number (ℝ)

Distinct	878
Distinct (%)	17.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6549.1347

Minimum	0
Maximum	640000
Zeros	26
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	0
5-th percentile	94
Q1	613
median	984
Q3	11000
95-th percentile	24000
Maximum	640000
Range	640000
Interquartile range (IQR)	10387

Descriptive statistics

Standard deviation	15052.477
Coefficient of variation (CV)	2.2983917
Kurtosis	683.01081
Mean	6549.1347
Median Absolute Deviation (MAD)	744.5
Skewness	19.144076
Sum	32732575
Variance	2.2657706 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	443	8.9%
11000	209	4.2%
2000	193	3.9%
3000	152	3.0%
12000	133	2.7%
13000	127	2.5%
14000	122	2.4%
10000	112	2.2%
18000	108	2.2%
22000	81	1.6%
Other values (868)	3318	66.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.5%
2	8	0.2%
3	4	0.1%
4	2	< 0.1%
5	7	0.1%
6	3	0.1%
7	3	0.1%
8	1	< 0.1%
9	2	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
640000	1	< 0.1%
260000	3	0.1%
164000	2	< 0.1%
137000	2	< 0.1%
87000	8	0.2%
77000	1	< 0.1%
49000	27	0.5%
46000	1	< 0.1%
45000	5	0.1%
44000	2	< 0.1%

gross
Real number (ℝ)

Distinct	4036
Distinct (%)	80.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44324642

Minimum	162
Maximum	7.6050585 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	162
5-th percentile	126085.3
Q1	8382841.2
median	25445749
Q3	51376923
95-th percentile	1.6611752 × 10⁸
Maximum	7.6050585 × 10⁸
Range	7.6050568 × 10⁸
Interquartile range (IQR)	42994082

Descriptive statistics

Standard deviation	62344554
Coefficient of variation (CV)	1.4065439
Kurtosis	18.006554
Mean	44324642
Median Absolute Deviation (MAD)	19334093
Skewness	3.4652646
Sum	2.2153456 × 10¹¹
Variance	3.8868434 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25445749	874	17.5%
177343675	3	0.1%
218051260	3	0.1%
8000000	3	0.1%
3000000	3	0.1%
25000000	2	< 0.1%
10654581	2	< 0.1%
21378000	2	< 0.1%
22494487	2	< 0.1%
26505000	2	< 0.1%
Other values (4026)	4102	82.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
162	1	< 0.1%
703	1	< 0.1%
721	1	< 0.1%
728	1	< 0.1%
828	1	< 0.1%
1111	1	< 0.1%
1332	1	< 0.1%
1521	1	< 0.1%
1711	1	< 0.1%
2245	1	< 0.1%

Value	Count	Frequency (%)
760505847	1	< 0.1%
658672302	1	< 0.1%
652177271	1	< 0.1%
623279547	1	< 0.1%
533316061	1	< 0.1%
474544677	1	< 0.1%
460935665	1	< 0.1%
458991599	1	< 0.1%
448130642	1	< 0.1%
436471036	1	< 0.1%

genres
Text

Distinct	914
Distinct (%)	18.3%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

Length

Max length	64
Median length	53
Mean length	20.32433
Min length	5

Characters and Unicode

Total characters	101581
Distinct characters	35
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	499 ?
Unique (%)	10.0%

Sample

1st row	Action\|Adventure\|Fantasy\|Sci-Fi
2nd row	Action\|Adventure\|Fantasy
3rd row	Action\|Adventure\|Thriller
4th row	Action\|Thriller
5th row	Documentary

Value	Count	Frequency (%)
drama	235	4.7%
comedy	205	4.1%
comedy\|drama	189	3.8%
comedy\|drama\|romance	187	3.7%
comedy\|romance	158	3.2%
drama\|romance	151	3.0%
crime\|drama\|thriller	100	2.0%
horror	70	1.4%
action\|crime\|drama\|thriller	67	1.3%
drama\|thriller	64	1.3%
Other values (904)	3572	71.5%

Most occurring characters

Value	Count	Frequency (%)
r	10436	10.3%
\|	9384	9.2%
a	8993	8.9%
e	7875	7.8%
m	7328	7.2%
i	6527	6.4%
o	6268	6.2%
y	4616	4.5%
n	4458	4.4%
t	4004	3.9%
Other values (25)	31692	31.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	76573	75.4%
Uppercase Letter	15004	14.8%
Math Symbol	9384	9.2%
Dash Punctuation	620	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	10436	13.6%
a	8993	11.7%
e	7875	10.3%
m	7328	9.6%
i	6527	8.5%
o	6268	8.2%
y	4616	6.0%
n	4458	5.8%
t	4004	5.2%
l	3476	4.5%
Other values (9)	12592	16.4%

Uppercase Letter

Value	Count	Frequency (%)
C	2745	18.3%
D	2692	17.9%
A	2299	15.3%
F	1765	11.8%
T	1398	9.3%
R	1100	7.3%
M	837	5.6%
S	798	5.3%
H	761	5.1%
W	305	2.0%
Other values (4)	304	2.0%

Math Symbol

Value	Count	Frequency (%)
\|	9384	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	620	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	91577	90.2%
Common	10004	9.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	10436	11.4%
a	8993	9.8%
e	7875	8.6%
m	7328	8.0%
i	6527	7.1%
o	6268	6.8%
y	4616	5.0%
n	4458	4.9%
t	4004	4.4%
l	3476	3.8%
Other values (23)	27596	30.1%

Common

Value	Count	Frequency (%)
\|	9384	93.8%
-	620	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101581	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	10436	10.3%
\|	9384	9.2%
a	8993	8.9%
e	7875	7.8%
m	7328	7.2%
i	6527	6.4%
o	6268	6.2%
y	4616	4.5%
n	4458	4.4%
t	4004	3.9%
Other values (25)	31692	31.2%

actor_1_name
Text

Distinct	2098
Distinct (%)	42.0%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

Length

Max length	27
Median length	24
Mean length	13.185274
Min length	4

Characters and Unicode

Total characters	65900
Distinct characters	76
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1369 ?
Unique (%)	27.4%

Sample

1st row	CCH Pounder
2nd row	Johnny Depp
3rd row	Christoph Waltz
4th row	Tom Hardy
5th row	Doug Walker

Value	Count	Frequency (%)
robert	108	1.0%
tom	92	0.9%
michael	89	0.9%
de	57	0.6%
jason	57	0.6%
james	54	0.5%
bruce	51	0.5%
steve	50	0.5%
niro	49	0.5%
jr	48	0.5%
Other values (2889)	9702	93.7%

Most occurring characters

Value	Count	Frequency (%)
e	6157	9.3%
a	5692	8.6%
	5359	8.1%
n	4797	7.3%
r	4278	6.5%
i	4204	6.4%
o	3891	5.9%
l	3287	5.0%
t	2546	3.9%
s	2326	3.5%
Other values (66)	23363	35.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	49627	75.3%
Uppercase Letter	10615	16.1%
Space Separator	5359	8.1%
Other Punctuation	225	0.3%
Dash Punctuation	72	0.1%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6157	12.4%
a	5692	11.5%
n	4797	9.7%
r	4278	8.6%
i	4204	8.5%
o	3891	7.8%
l	3287	6.6%
t	2546	5.1%
s	2326	4.7%
h	1770	3.6%
Other values (32)	10679	21.5%

Uppercase Letter

Value	Count	Frequency (%)
J	940	8.9%
M	904	8.5%
S	845	8.0%
C	808	7.6%
B	738	7.0%
D	718	6.8%
R	628	5.9%
H	519	4.9%
A	499	4.7%
L	487	4.6%
Other values (18)	3529	33.2%

Other Punctuation

Value	Count	Frequency (%)
.	178	79.1%
'	47	20.9%

Decimal Number

Value	Count	Frequency (%)
5	1	50.0%
0	1	50.0%

Space Separator

Value	Count	Frequency (%)
	5359	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	72	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60242	91.4%
Common	5658	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6157	10.2%
a	5692	9.4%
n	4797	8.0%
r	4278	7.1%
i	4204	7.0%
o	3891	6.5%
l	3287	5.5%
t	2546	4.2%
s	2326	3.9%
h	1770	2.9%
Other values (60)	21294	35.3%

Common

Value	Count	Frequency (%)
	5359	94.7%
.	178	3.1%
-	72	1.3%
'	47	0.8%
5	1	< 0.1%
0	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65821	99.9%
None	79	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6157	9.4%
a	5692	8.6%
	5359	8.1%
n	4797	7.3%
r	4278	6.5%
i	4204	6.4%
o	3891	5.9%
l	3287	5.0%
t	2546	3.9%
s	2326	3.5%
Other values (48)	23284	35.4%

None

Value	Count	Frequency (%)
é	19	24.1%
ë	15	19.0%
á	7	8.9%
í	6	7.6%
å	5	6.3%
ç	5	6.3%
ø	4	5.1%
Ó	3	3.8%
ü	2	2.5%
Á	2	2.5%
Other values (8)	11	13.9%

movie_title
Text

Distinct	4916
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

Length

Max length	86
Median length	58
Mean length	15.309324
Min length	1

Characters and Unicode

Total characters	76516
Distinct characters	96
Distinct categories	13 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4837 ?
Unique (%)	96.8%

Sample

1st row	Avatar
2nd row	Pirates of the Caribbean: At World's End
3rd row	Spectre
4th row	The Dark Knight Rises
5th row	Star Wars: Episode VII - The Force Awakens

Value	Count	Frequency (%)
the	1591	11.5%
of	480	3.5%
a	188	1.4%
and	148	1.1%
in	123	0.9%
to	106	0.8%
2	103	0.7%
	80	0.6%
man	66	0.5%
love	55	0.4%
Other values (4905)	10906	78.8%

Most occurring characters

Value	Count	Frequency (%)
	8848	11.6%
e	7839	10.2%
a	4807	6.3%
o	4628	6.0%
n	4104	5.4%
r	4103	5.4%
i	3907	5.1%
t	3788	5.0%
s	2981	3.9%
h	2952	3.9%
Other values (86)	28559	37.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	53945	70.5%
Uppercase Letter	12136	15.9%
Space Separator	8848	11.6%
Other Punctuation	948	1.2%
Decimal Number	525	0.7%
Dash Punctuation	94	0.1%
Open Punctuation	5	< 0.1%
Close Punctuation	5	< 0.1%
Currency Symbol	4	< 0.1%
Other Number	2	< 0.1%
Other values (3)	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	7839	14.5%
a	4807	8.9%
o	4628	8.6%
n	4104	7.6%
r	4103	7.6%
i	3907	7.2%
t	3788	7.0%
s	2981	5.5%
h	2952	5.5%
l	2509	4.7%
Other values (25)	12327	22.9%

Uppercase Letter

Value	Count	Frequency (%)
T	1707	14.1%
S	1048	8.6%
M	818	6.7%
B	773	6.4%
D	722	5.9%
C	681	5.6%
A	660	5.4%
L	573	4.7%
H	561	4.6%
W	502	4.1%
Other values (17)	4091	33.7%

Other Punctuation

Value	Count	Frequency (%)
:	369	38.9%
'	230	24.3%
.	145	15.3%
,	78	8.2%
&	61	6.4%
!	32	3.4%
?	16	1.7%
/	8	0.8%
*	5	0.5%
#	2	0.2%
Other values (2)	2	0.2%

Decimal Number

Value	Count	Frequency (%)
2	146	27.8%
3	87	16.6%
0	86	16.4%
1	82	15.6%
4	35	6.7%
8	22	4.2%
5	21	4.0%
9	17	3.2%
7	15	2.9%
6	14	2.7%

Open Punctuation

Value	Count	Frequency (%)
(	3	60.0%
[	2	40.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	60.0%
]	2	40.0%

Currency Symbol

Value	Count	Frequency (%)
¢	2	50.0%
$	2	50.0%

Space Separator

Value	Count	Frequency (%)
	8848	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	94	100.0%

Other Number

Value	Count	Frequency (%)
½	2	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Other Symbol

Value	Count	Frequency (%)
°	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	66081	86.4%
Common	10435	13.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	7839	11.9%
a	4807	7.3%
o	4628	7.0%
n	4104	6.2%
r	4103	6.2%
i	3907	5.9%
t	3788	5.7%
s	2981	4.5%
h	2952	4.5%
l	2509	3.8%
Other values (52)	24463	37.0%

Common

Value	Count	Frequency (%)
	8848	84.8%
:	369	3.5%
'	230	2.2%
2	146	1.4%
.	145	1.4%
-	94	0.9%
3	87	0.8%
0	86	0.8%
1	82	0.8%
,	78	0.7%
Other values (24)	270	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76493	> 99.9%
None	23	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8848	11.6%
e	7839	10.2%
a	4807	6.3%
o	4628	6.1%
n	4104	5.4%
r	4103	5.4%
i	3907	5.1%
t	3788	5.0%
s	2981	3.9%
h	2952	3.9%
Other values (72)	28536	37.3%

None

Value	Count	Frequency (%)
é	8	34.8%
½	2	8.7%
¢	2	8.7%
ü	1	4.3%
è	1	4.3%
·	1	4.3%
à	1	4.3%
Æ	1	4.3%
ä	1	4.3%
á	1	4.3%
Other values (4)	4	17.4%

num_voted_users
Real number (ℝ)

Distinct	4826
Distinct (%)	96.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83470.199

Minimum	5
Maximum	1689764
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	5
5-th percentile	511.55
Q1	8560
median	34260.5
Q3	96120.75
95-th percentile	332096.65
Maximum	1689764
Range	1689759
Interquartile range (IQR)	87560.75

Descriptive statistics

Standard deviation	138086.56
Coefficient of variation (CV)	1.6543217
Kurtosis	24.611289
Mean	83470.199
Median Absolute Deviation (MAD)	30735
Skewness	4.0349324
Sum	4.1718405 × 10⁸
Variance	1.9067898 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
57	5	0.1%
6	4	0.1%
2541	3	0.1%
38	3	0.1%
162	3	0.1%
62	3	0.1%
3665	3	0.1%
8	3	0.1%
53	3	0.1%
3119	3	0.1%
Other values (4816)	4965	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
6	4	0.1%
7	2	< 0.1%
8	3	0.1%
10	1	< 0.1%
13	1	< 0.1%
15	2	< 0.1%
16	1	< 0.1%
18	2	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
1689764	1	< 0.1%
1676169	1	< 0.1%
1468200	1	< 0.1%
1347461	1	< 0.1%
1324680	1	< 0.1%
1251222	1	< 0.1%
1238746	1	< 0.1%
1217752	1	< 0.1%
1215718	1	< 0.1%
1155770	1	< 0.1%

cast_total_facebook_likes
Real number (ℝ)

Distinct	3978
Distinct (%)	79.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9676.9412

Minimum	0
Maximum	656730
Zeros	33
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	0
5-th percentile	175.85
Q1	1405.5
median	3085.5
Q3	13740.5
95-th percentile	36892.75
Maximum	656730
Range	656730
Interquartile range (IQR)	12335

Descriptive statistics

Standard deviation	18165.405
Coefficient of variation (CV)	1.8771846
Kurtosis	364.38585
Mean	9676.9412
Median Absolute Deviation (MAD)	2302.5
Skewness	12.923944
Sum	48365352
Variance	3.2998192 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33	0.7%
5	7	0.1%
2	6	0.1%
2020	6	0.1%
29	5	0.1%
1044	5	0.1%
673	5	0.1%
1233	4	0.1%
2251	4	0.1%
2990	4	0.1%
Other values (3968)	4919	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	0.7%
2	6	0.1%
3	1	< 0.1%
4	2	< 0.1%
5	7	0.1%
6	2	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
10	1	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
656730	1	< 0.1%
303717	1	< 0.1%
283939	1	< 0.1%
263584	1	< 0.1%
261818	1	< 0.1%
170118	1	< 0.1%
140268	1	< 0.1%
137712	1	< 0.1%
120797	1	< 0.1%
108016	1	< 0.1%

actor_3_name
Text

Distinct	3522
Distinct (%)	70.5%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

Length

Max length	29
Median length	25
Mean length	13.052621
Min length	3

Characters and Unicode

Total characters	65237
Distinct characters	81
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2669 ?
Unique (%)	53.4%

Sample

1st row	Wes Studi
2nd row	Jack Davenport
3rd row	Stephanie Sigman
4th row	Joseph Gordon-Levitt
5th row	unknown

Value	Count	Frequency (%)
michael	85	0.8%
john	78	0.8%
david	70	0.7%
james	69	0.7%
robert	46	0.4%
tom	43	0.4%
kevin	41	0.4%
paul	41	0.4%
peter	38	0.4%
steve	36	0.3%
Other values (4308)	9775	94.7%

Most occurring characters

Value	Count	Frequency (%)
e	6135	9.4%
a	5948	9.1%
	5324	8.2%
n	4619	7.1%
r	4144	6.4%
i	3939	6.0%
o	3565	5.5%
l	3475	5.3%
t	2336	3.6%
s	2312	3.5%
Other values (71)	23440	35.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	49008	75.1%
Uppercase Letter	10593	16.2%
Space Separator	5324	8.2%
Other Punctuation	231	0.4%
Dash Punctuation	79	0.1%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6135	12.5%
a	5948	12.1%
n	4619	9.4%
r	4144	8.5%
i	3939	8.0%
o	3565	7.3%
l	3475	7.1%
t	2336	4.8%
s	2312	4.7%
h	1838	3.8%
Other values (34)	10697	21.8%

Uppercase Letter

Value	Count	Frequency (%)
M	974	9.2%
S	822	7.8%
J	822	7.8%
B	799	7.5%
C	785	7.4%
D	648	6.1%
R	612	5.8%
A	584	5.5%
L	530	5.0%
K	461	4.4%
Other values (21)	3556	33.6%

Other Punctuation

Value	Count	Frequency (%)
.	168	72.7%
'	63	27.3%

Decimal Number

Value	Count	Frequency (%)
5	1	50.0%
0	1	50.0%

Space Separator

Value	Count	Frequency (%)
	5324	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	79	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	59601	91.4%
Common	5636	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6135	10.3%
a	5948	10.0%
n	4619	7.7%
r	4144	7.0%
i	3939	6.6%
o	3565	6.0%
l	3475	5.8%
t	2336	3.9%
s	2312	3.9%
h	1838	3.1%
Other values (65)	21290	35.7%

Common

Value	Count	Frequency (%)
	5324	94.5%
.	168	3.0%
-	79	1.4%
'	63	1.1%
5	1	< 0.1%
0	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65103	99.8%
None	134	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6135	9.4%
a	5948	9.1%
	5324	8.2%
n	4619	7.1%
r	4144	6.4%
i	3939	6.1%
o	3565	5.5%
l	3475	5.3%
t	2336	3.6%
s	2312	3.6%
Other values (48)	23306	35.8%

None

Value	Count	Frequency (%)
é	49	36.6%
í	14	10.4%
á	13	9.7%
ó	9	6.7%
ü	7	5.2%
ë	7	5.2%
à	5	3.7%
è	4	3.0%
ç	3	2.2%
ô	3	2.2%
Other values (13)	20	14.9%

plot_keywords
Text

Distinct	4761
Distinct (%)	95.3%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

Length

Max length	149
Median length	102
Mean length	50.960984
Min length	2

Characters and Unicode

Total characters	254703
Distinct characters	42
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4679 ?
Unique (%)	93.6%

Sample

1st row	avatar\|future\|marine\|native\|paraplegic
2nd row	goddess\|marriage ceremony\|marriage proposal\|pirate\|singapore
3rd row	bomb\|espionage\|sequel\|spy\|terrorist
4th row	deception\|imprisonment\|lawlessness\|police officer\|terrorist plot
5th row	none

Value	Count	Frequency (%)
in	331	1.8%
of	219	1.2%
on	209	1.2%
the	189	1.0%
a	183	1.0%
to	176	1.0%
none	152	0.8%
york	122	0.7%
based	106	0.6%
female	104	0.6%
Other values (11487)	16224	90.1%

Most occurring characters

Value	Count	Frequency (%)
e	24738	9.7%
a	19403	7.6%
\|	19035	7.5%
i	18589	7.3%
r	17953	7.0%
t	16049	6.3%
n	15836	6.2%
o	15492	6.1%
s	13176	5.2%
	13017	5.1%
Other values (32)	81415	32.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	221304	86.9%
Math Symbol	19035	7.5%
Space Separator	13017	5.1%
Decimal Number	1127	0.4%
Other Punctuation	218	0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	24738	11.2%
a	19403	8.8%
i	18589	8.4%
r	17953	8.1%
t	16049	7.3%
n	15836	7.2%
o	15492	7.0%
s	13176	6.0%
l	11079	5.0%
c	9377	4.2%
Other values (16)	59612	26.9%

Decimal Number

Value	Count	Frequency (%)
1	283	25.1%
0	269	23.9%
9	221	19.6%
2	81	7.2%
8	65	5.8%
7	49	4.3%
5	47	4.2%
3	44	3.9%
6	38	3.4%
4	30	2.7%

Other Punctuation

Value	Count	Frequency (%)
.	130	59.6%
'	88	40.4%

Math Symbol

Value	Count	Frequency (%)
\|	19035	100.0%

Space Separator

Value	Count	Frequency (%)
	13017	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	221304	86.9%
Common	33399	13.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	24738	11.2%
a	19403	8.8%
i	18589	8.4%
r	17953	8.1%
t	16049	7.3%
n	15836	7.2%
o	15492	7.0%
s	13176	6.0%
l	11079	5.0%
c	9377	4.2%
Other values (16)	59612	26.9%

Common

Value	Count	Frequency (%)
\|	19035	57.0%
	13017	39.0%
1	283	0.8%
0	269	0.8%
9	221	0.7%
.	130	0.4%
'	88	0.3%
2	81	0.2%
8	65	0.2%
7	49	0.1%
Other values (6)	161	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	254703	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	24738	9.7%
a	19403	7.6%
\|	19035	7.5%
i	18589	7.3%
r	17953	7.0%
t	16049	6.3%
n	15836	6.2%
o	15492	6.1%
s	13176	5.2%
	13017	5.1%
Other values (32)	81415	32.0%

movie_imdb_link
Text

Distinct	4919
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

Length

Max length	52
Median length	52
Mean length	52
Min length	52

Characters and Unicode

Total characters	259896
Distinct characters	31
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4843 ?
Unique (%)	96.9%

Sample

1st row	http://www.imdb.com/title/tt0499549/?ref_=fn_tt_tt_1
2nd row	http://www.imdb.com/title/tt0449088/?ref_=fn_tt_tt_1
3rd row	http://www.imdb.com/title/tt2379713/?ref_=fn_tt_tt_1
4th row	http://www.imdb.com/title/tt1345836/?ref_=fn_tt_tt_1
5th row	http://www.imdb.com/title/tt5289954/?ref_=fn_tt_tt_1

Value	Count	Frequency (%)
http://www.imdb.com/title/tt0360717/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt2638144/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt2224026/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt0075005/?ref_=fn_tt_tt_1	2	< 0.1%
http://www.imdb.com/title/tt0413300/?ref_=fn_tt_tt_1	2	< 0.1%
http://www.imdb.com/title/tt0364725/?ref_=fn_tt_tt_1	2	< 0.1%
http://www.imdb.com/title/tt0929632/?ref_=fn_tt_tt_1	2	< 0.1%
http://www.imdb.com/title/tt4178092/?ref_=fn_tt_tt_1	2	< 0.1%
http://www.imdb.com/title/tt0397065/?ref_=fn_tt_tt_1	2	< 0.1%
http://www.imdb.com/title/tt0072271/?ref_=fn_tt_tt_1	2	< 0.1%
Other values (4909)	4975	99.5%

Most occurring characters

Value	Count	Frequency (%)
t	49980	19.2%
/	24990	9.6%
_	19992	7.7%
w	14994	5.8%
.	9996	3.8%
m	9996	3.8%
e	9996	3.8%
f	9996	3.8%
i	9996	3.8%
1	9814	3.8%
Other values (21)	90146	34.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	149940	57.7%
Other Punctuation	44982	17.3%
Decimal Number	39984	15.4%
Connector Punctuation	19992	7.7%
Math Symbol	4998	1.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	49980	33.3%
w	14994	10.0%
m	9996	6.7%
e	9996	6.7%
f	9996	6.7%
i	9996	6.7%
p	4998	3.3%
h	4998	3.3%
d	4998	3.3%
l	4998	3.3%
Other values (5)	24990	16.7%

Decimal Number

Value	Count	Frequency (%)
1	9814	24.5%
0	6755	16.9%
2	3630	9.1%
3	3220	8.1%
4	3150	7.9%
8	2887	7.2%
9	2702	6.8%
6	2696	6.7%
7	2672	6.7%
5	2458	6.1%

Other Punctuation

Value	Count	Frequency (%)
/	24990	55.6%
.	9996	22.2%
:	4998	11.1%
?	4998	11.1%

Connector Punctuation

Value	Count	Frequency (%)
_	19992	100.0%

Math Symbol

Value	Count	Frequency (%)
=	4998	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	149940	57.7%
Common	109956	42.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	24990	22.7%
_	19992	18.2%
.	9996	9.1%
1	9814	8.9%
0	6755	6.1%
:	4998	4.5%
?	4998	4.5%
=	4998	4.5%
2	3630	3.3%
3	3220	2.9%
Other values (6)	16565	15.1%

Latin

Value	Count	Frequency (%)
t	49980	33.3%
w	14994	10.0%
m	9996	6.7%
e	9996	6.7%
f	9996	6.7%
i	9996	6.7%
p	4998	3.3%
h	4998	3.3%
d	4998	3.3%
l	4998	3.3%
Other values (5)	24990	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	259896	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	49980	19.2%
/	24990	9.6%
_	19992	7.7%
w	14994	5.8%
.	9996	3.8%
m	9996	3.8%
e	9996	3.8%
f	9996	3.8%
i	9996	3.8%
1	9814	3.8%
Other values (21)	90146	34.7%

num_user_for_reviews
Real number (ℝ)

Distinct	954
Distinct (%)	19.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	271.52721

Minimum	1
Maximum	5060
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	1
5-th percentile	9
Q1	65
median	156
Q3	323
95-th percentile	902.15
Maximum	5060
Range	5059
Interquartile range (IQR)	258

Descriptive statistics

Standard deviation	377.05627
Coefficient of variation (CV)	1.38865
Kurtosis	26.837621
Mean	271.52721
Median Absolute Deviation (MAD)	112
Skewness	4.1555332
Sum	1357093
Variance	142171.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	51	1.0%
156	36	0.7%
3	33	0.7%
26	32	0.6%
2	32	0.6%
10	29	0.6%
6	28	0.6%
50	26	0.5%
8	25	0.5%
32	25	0.5%
Other values (944)	4681	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	51	1.0%
2	32	0.6%
3	33	0.7%
4	23	0.5%
5	19	0.4%
6	28	0.6%
7	17	0.3%
8	25	0.5%
9	23	0.5%
10	29	0.6%

Value	Count	Frequency (%)
5060	1	< 0.1%
4667	1	< 0.1%
4144	1	< 0.1%
3646	1	< 0.1%
3597	1	< 0.1%
3516	1	< 0.1%
3400	1	< 0.1%
3286	1	< 0.1%
3189	1	< 0.1%
3054	1	< 0.1%

language
Categorical

IMBALANCE

Distinct	46
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

English	4676
French	73
Spanish	40
Hindi	28
Mandarin	24
Other values (41)	157

Length

Max length	10
Median length	7
Mean length	6.9811925
Min length	4

Characters and Unicode

Total characters	34892
Distinct characters	43
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18 ?
Unique (%)	0.4%

Sample

1st row	English
2nd row	English
3rd row	English
4th row	English
5th row	English

Common Values

Value	Count	Frequency (%)
English	4676	93.6%
French	73	1.5%
Spanish	40	0.8%
Hindi	28	0.6%
Mandarin	24	0.5%
German	19	0.4%
Japanese	17	0.3%
Cantonese	11	0.2%
Italian	11	0.2%
Russian	11	0.2%
Other values (36)	88	1.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
english	4676	93.6%
french	73	1.5%
spanish	40	0.8%
hindi	28	0.6%
mandarin	24	0.5%
german	19	0.4%
japanese	17	0.3%
cantonese	11	0.2%
italian	11	0.2%
russian	11	0.2%
Other values (36)	88	1.8%

Most occurring characters

Value	Count	Frequency (%)
n	4997	14.3%
i	4876	14.0%
h	4817	13.8%
s	4799	13.8%
l	4703	13.5%
g	4694	13.5%
E	4676	13.4%
a	246	0.7%
e	213	0.6%
r	158	0.5%
Other values (33)	713	2.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	29894	85.7%
Uppercase Letter	4998	14.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	4997	16.7%
i	4876	16.3%
h	4817	16.1%
s	4799	16.1%
l	4703	15.7%
g	4694	15.7%
a	246	0.8%
e	213	0.7%
r	158	0.5%
c	88	0.3%
Other values (13)	303	1.0%

Uppercase Letter

Value	Count	Frequency (%)
E	4676	93.6%
F	74	1.5%
S	47	0.9%
H	34	0.7%
M	26	0.5%
G	20	0.4%
J	17	0.3%
P	17	0.3%
C	15	0.3%
I	15	0.3%
Other values (10)	57	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	34892	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	4997	14.3%
i	4876	14.0%
h	4817	13.8%
s	4799	13.8%
l	4703	13.5%
g	4694	13.5%
E	4676	13.4%
a	246	0.7%
e	213	0.6%
r	158	0.5%
Other values (33)	713	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34892	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	4997	14.3%
i	4876	14.0%
h	4817	13.8%
s	4799	13.8%
l	4703	13.5%
g	4694	13.5%
E	4676	13.4%
a	246	0.7%
e	213	0.6%
r	158	0.5%
Other values (33)	713	2.0%

country
Text

Distinct	65
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

Length

Max length	20
Median length	3
Mean length	3.4909964
Min length	2

Characters and Unicode

Total characters	17448
Distinct characters	47
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	0.6%

Sample

1st row	USA
2nd row	USA
3rd row	UK
4th row	USA
5th row	USA

Value	Count	Frequency (%)
usa	3778	74.6%
uk	443	8.7%
france	154	3.0%
canada	124	2.4%
germany	99	2.0%
australia	55	1.1%
india	34	0.7%
spain	33	0.7%
china	28	0.6%
italy	23	0.5%
Other values (63)	293	5.8%

Most occurring characters

Value	Count	Frequency (%)
U	4223	24.2%
A	3848	22.1%
S	3845	22.0%
a	1082	6.2%
n	632	3.6%
K	476	2.7%
e	409	2.3%
r	403	2.3%
i	247	1.4%
d	216	1.2%
Other values (37)	2067	11.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	13062	74.9%
Lowercase Letter	4320	24.8%
Space Separator	66	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1082	25.0%
n	632	14.6%
e	409	9.5%
r	403	9.3%
i	247	5.7%
d	216	5.0%
c	193	4.5%
l	154	3.6%
y	138	3.2%
m	125	2.9%
Other values (14)	721	16.7%

Uppercase Letter

Value	Count	Frequency (%)
U	4223	32.3%
A	3848	29.5%
S	3845	29.4%
K	476	3.6%
C	159	1.2%
F	155	1.2%
G	102	0.8%
I	81	0.6%
N	30	0.2%
J	22	0.2%
Other values (12)	121	0.9%

Space Separator

Value	Count	Frequency (%)
	66	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17382	99.6%
Common	66	0.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
U	4223	24.3%
A	3848	22.1%
S	3845	22.1%
a	1082	6.2%
n	632	3.6%
K	476	2.7%
e	409	2.4%
r	403	2.3%
i	247	1.4%
d	216	1.2%
Other values (36)	2001	11.5%

Common

Value	Count	Frequency (%)
	66	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17448	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
U	4223	24.2%
A	3848	22.1%
S	3845	22.0%
a	1082	6.2%
n	632	3.6%
K	476	2.7%
e	409	2.3%
r	403	2.3%
i	247	1.4%
d	216	1.2%
Other values (37)	2067	11.8%

content_rating
Categorical

Distinct	18
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	78.1 KiB

R	2098
PG-13	1444
PG	698
Not Rated	417
G	112
Other values (13)	229

Length

Max length	9
Median length	8
Mean length	3.1846739
Min length	1

Characters and Unicode

Total characters	15917
Distinct characters	28
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	PG-13
2nd row	PG-13
3rd row	PG-13
4th row	PG-13
5th row	Not Rated

Common Values

Value	Count	Frequency (%)
R	2098	42.0%
PG-13	1444	28.9%
PG	698	14.0%
Not Rated	417	8.3%
G	112	2.2%
Unrated	60	1.2%
Approved	55	1.1%
TV-14	30	0.6%
TV-MA	19	0.4%
TV-PG	13	0.3%
Other values (8)	52	1.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
r	2098	38.7%
pg-13	1444	26.7%
pg	698	12.9%
not	417	7.7%
rated	417	7.7%
g	112	2.1%
unrated	60	1.1%
approved	55	1.0%
tv-14	30	0.6%
tv-ma	19	0.4%
Other values (9)	65	1.2%

Most occurring characters

Value	Count	Frequency (%)
R	2515	15.8%
G	2283	14.3%
P	2170	13.6%
-	1525	9.6%
1	1481	9.3%
3	1444	9.1%
t	894	5.6%
e	541	3.4%
d	541	3.4%
a	486	3.1%
Other values (18)	2037	12.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	7720	48.5%
Lowercase Letter	3292	20.7%
Decimal Number	2963	18.6%
Dash Punctuation	1525	9.6%
Space Separator	417	2.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	2515	32.6%
G	2283	29.6%
P	2170	28.1%
N	424	5.5%
A	74	1.0%
T	74	1.0%
V	74	1.0%
U	60	0.8%
M	24	0.3%
X	13	0.2%
Other values (2)	9	0.1%

Lowercase Letter

Value	Count	Frequency (%)
t	894	27.2%
e	541	16.4%
d	541	16.4%
a	486	14.8%
o	472	14.3%
r	115	3.5%
p	110	3.3%
n	60	1.8%
v	55	1.7%
s	18	0.5%

Decimal Number

Value	Count	Frequency (%)
1	1481	50.0%
3	1444	48.7%
4	30	1.0%
7	8	0.3%

Dash Punctuation

Value	Count	Frequency (%)
-	1525	100.0%

Space Separator

Value	Count	Frequency (%)
	417	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11012	69.2%
Common	4905	30.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	2515	22.8%
G	2283	20.7%
P	2170	19.7%
t	894	8.1%
e	541	4.9%
d	541	4.9%
a	486	4.4%
o	472	4.3%
N	424	3.9%
r	115	1.0%
Other values (12)	571	5.2%

Common

Value	Count	Frequency (%)
-	1525	31.1%
1	1481	30.2%
3	1444	29.4%
	417	8.5%
4	30	0.6%
7	8	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15917	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
R	2515	15.8%
G	2283	14.3%
P	2170	13.6%
-	1525	9.6%
1	1481	9.3%
3	1444	9.1%
t	894	5.6%
e	541	3.4%
d	541	3.4%
a	486	3.1%
Other values (18)	2037	12.8%

budget
Real number (ℝ)

SKEWED

Distinct	439
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37823658

Minimum	218
Maximum	1.22155 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	218
5-th percentile	585500
Q1	7000000
median	20000000
Q3	40000000
95-th percentile	1.2045 × 10⁸
Maximum	1.22155 × 10¹⁰
Range	1.22155 × 10¹⁰
Interquartile range (IQR)	33000000

Descriptive statistics

Standard deviation	1.9671219 × 10⁸
Coefficient of variation (CV)	5.2007712
Kurtosis	2991.8614
Mean	37823658
Median Absolute Deviation (MAD)	15000000
Skewness	50.469926
Sum	1.8904264 × 10¹¹
Variance	3.8695686 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000000	658	13.2%
15000000	141	2.8%
30000000	140	2.8%
25000000	140	2.8%
10000000	135	2.7%
40000000	130	2.6%
35000000	119	2.4%
5000000	110	2.2%
50000000	101	2.0%
60000000	92	1.8%
Other values (429)	3232	64.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
218	1	< 0.1%
1100	1	< 0.1%
1400	1	< 0.1%
3250	1	< 0.1%
4500	1	< 0.1%
7000	3	0.1%
9000	1	< 0.1%
10000	3	0.1%
13000	1	< 0.1%
14000	1	< 0.1%

Value	Count	Frequency (%)
1.22155 × 10¹⁰	1	< 0.1%
4200000000	1	< 0.1%
2500000000	1	< 0.1%
2400000000	1	< 0.1%
2127519898	1	< 0.1%
1100000000	1	< 0.1%
1000000000	1	< 0.1%
700000000	2	< 0.1%
600000000	1	< 0.1%
553632000	1	< 0.1%

title_year
Real number (ℝ)

Distinct	91
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2002.523

Minimum	1916
Maximum	2016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	1916
5-th percentile	1979
Q1	1999
median	2005
Q3	2011
95-th percentile	2015
Maximum	2016
Range	100
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	12.346385
Coefficient of variation (CV)	0.006165415
Kurtosis	7.7507055
Mean	2002.523
Median Absolute Deviation (MAD)	6
Skewness	-2.3375399
Sum	10008610
Variance	152.43323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2005	328	6.6%
2009	258	5.2%
2014	248	5.0%
2006	238	4.8%
2013	236	4.7%
2010	229	4.6%
2008	225	4.5%
2011	225	4.5%
2015	222	4.4%
2012	218	4.4%
Other values (81)	2571	51.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1916	1	< 0.1%
1920	1	< 0.1%
1925	1	< 0.1%
1927	1	< 0.1%
1929	2	< 0.1%
1930	1	< 0.1%
1932	1	< 0.1%
1933	2	< 0.1%
1934	1	< 0.1%
1935	1	< 0.1%

Value	Count	Frequency (%)
2016	103	2.1%
2015	222	4.4%
2014	248	5.0%
2013	236	4.7%
2012	218	4.4%
2011	225	4.5%
2010	229	4.6%
2009	258	5.2%
2008	225	4.5%
2007	202	4.0%

actor_2_facebook_likes
Real number (ℝ)

ZEROS

Distinct	917
Distinct (%)	18.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1640.2729

Minimum	0
Maximum	137000
Zeros	55
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	0
5-th percentile	25.85
Q1	281
median	595
Q3	912.75
95-th percentile	11000
Maximum	137000
Range	137000
Interquartile range (IQR)	631.75

Descriptive statistics

Standard deviation	4026.0325
Coefficient of variation (CV)	2.4544894
Kurtosis	262.6445
Mean	1640.2729
Median Absolute Deviation (MAD)	317
Skewness	10.024356
Sum	8198084
Variance	16208938
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	301	6.0%
11000	110	2.2%
2000	100	2.0%
3000	75	1.5%
0	55	1.1%
10000	46	0.9%
14000	40	0.8%
13000	40	0.8%
826	37	0.7%
4000	34	0.7%
Other values (907)	4160	83.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55	1.1%
2	14	0.3%
3	14	0.3%
4	11	0.2%
5	10	0.2%
6	7	0.1%
7	4	0.1%
8	9	0.2%
9	13	0.3%
10	9	0.2%

Value	Count	Frequency (%)
137000	1	< 0.1%
29000	1	< 0.1%
27000	2	< 0.1%
25000	3	0.1%
23000	6	0.1%
22000	11	0.2%
21000	3	0.1%
20000	6	0.1%
19000	7	0.1%
18000	9	0.2%

imdb_score
Real number (ℝ)

Distinct	78
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4410564

Minimum	1.6
Maximum	9.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	1.6
5-th percentile	4.4
Q1	5.8
median	6.6
Q3	7.2
95-th percentile	8.015
Maximum	9.5
Range	7.9
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.1241073
Coefficient of variation (CV)	0.17452219
Kurtosis	0.94155654
Mean	6.4410564
Median Absolute Deviation (MAD)	0.7
Skewness	-0.74046501
Sum	32192.4
Variance	1.2636172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.7	221	4.4%
6.6	200	4.0%
7.2	193	3.9%
6.4	185	3.7%
6.5	184	3.7%
7.3	184	3.7%
7	181	3.6%
7.1	181	3.6%
6.8	180	3.6%
6.1	178	3.6%
Other values (68)	3111	62.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.6	1	< 0.1%
1.7	1	< 0.1%
1.9	3	0.1%
2	2	< 0.1%
2.1	3	0.1%
2.2	3	0.1%
2.3	3	0.1%
2.4	2	< 0.1%
2.5	2	< 0.1%
2.6	2	< 0.1%

Value	Count	Frequency (%)
9.5	1	< 0.1%
9.3	1	< 0.1%
9.2	1	< 0.1%
9.1	3	0.1%
9	3	0.1%
8.9	5	0.1%
8.8	7	0.1%
8.7	13	0.3%
8.6	15	0.3%
8.5	24	0.5%

aspect_ratio
Real number (ℝ)

Distinct	22
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2298299

Minimum	1.18
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	1.18
5-th percentile	1.78
Q1	1.85
median	2.35
Q3	2.35
95-th percentile	2.35
Maximum	16
Range	14.82
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	1.3452716
Coefficient of variation (CV)	0.60330681
Kurtosis	95.99054
Mean	2.2298299
Median Absolute Deviation (MAD)	0
Skewness	9.645703
Sum	11144.69
Variance	1.8097556
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2.35	2664	53.3%
1.85	1890	37.8%
1.78	108	2.2%
1.37	100	2.0%
1.33	67	1.3%
1.66	64	1.3%
16	45	0.9%
2.39	15	0.3%
2.2	14	0.3%
4	7	0.1%
Other values (12)	24	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.18	1	< 0.1%
1.2	1	< 0.1%
1.33	67	1.3%
1.37	100	2.0%
1.44	1	< 0.1%
1.5	2	< 0.1%
1.66	64	1.3%
1.75	3	0.1%
1.77	1	< 0.1%
1.78	108	2.2%

Value	Count	Frequency (%)
16	45	0.9%
4	7	0.1%
2.76	3	0.1%
2.55	2	< 0.1%
2.4	3	0.1%
2.39	15	0.3%
2.35	2664	53.3%
2.24	1	< 0.1%
2.2	14	0.3%
2	5	0.1%

movie_facebook_likes
Real number (ℝ)

ZEROS

Distinct	876
Distinct (%)	17.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7487.4302

Minimum	0
Maximum	349000
Zeros	2162
Zeros (%)	43.3%
Negative	0
Negative (%)	0.0%
Memory size	78.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	162.5
Q3	3000
95-th percentile	40000
Maximum	349000
Range	349000
Interquartile range (IQR)	3000

Descriptive statistics

Standard deviation	19290.727
Coefficient of variation (CV)	2.5764149
Kurtosis	41.774062
Mean	7487.4302
Median Absolute Deviation (MAD)	162.5
Skewness	5.083321
Sum	37422176
Variance	3.7213213 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2162	43.3%
1000	109	2.2%
11000	82	1.6%
10000	81	1.6%
12000	61	1.2%
13000	58	1.2%
2000	56	1.1%
15000	52	1.0%
14000	49	1.0%
16000	47	0.9%
Other values (866)	2241	44.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2162	43.3%
2	2	< 0.1%
3	1	< 0.1%
4	5	0.1%
5	2	< 0.1%
7	3	0.1%
8	1	< 0.1%
9	3	0.1%
10	2	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
349000	1	< 0.1%
199000	1	< 0.1%
197000	1	< 0.1%
191000	1	< 0.1%
190000	1	< 0.1%
175000	1	< 0.1%
166000	1	< 0.1%
165000	1	< 0.1%
164000	1	< 0.1%
153000	1	< 0.1%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	color	director_name	num_critic_for_reviews	duration	director_facebook_likes	actor_3_facebook_likes	actor_2_name	actor_1_facebook_likes	gross	genres	actor_1_name	movie_title	num_voted_users	cast_total_facebook_likes	actor_3_name	plot_keywords	movie_imdb_link	num_user_for_reviews	language	country	content_rating	budget	title_year	actor_2_facebook_likes	imdb_score	aspect_ratio	movie_facebook_likes
0	Color	James Cameron	723	178	0	855	Joel David Moore	1000	760505847	Action\|Adventure\|Fantasy\|Sci-Fi	CCH Pounder	Avatar	886204	4834	Wes Studi	avatar\|future\|marine\|native\|paraplegic	http://www.imdb.com/title/tt0499549/?ref_=fn_tt_tt_1	3054	English	USA	PG-13	237000000	2009	936	7.9	1.78	33000
1	Color	Gore Verbinski	302	169	563	1000	Orlando Bloom	40000	309404152	Action\|Adventure\|Fantasy	Johnny Depp	Pirates of the Caribbean: At World's End	471220	48350	Jack Davenport	goddess\|marriage ceremony\|marriage proposal\|pirate\|singapore	http://www.imdb.com/title/tt0449088/?ref_=fn_tt_tt_1	1238	English	USA	PG-13	300000000	2007	5000	7.1	2.35	0
2	Color	Sam Mendes	602	148	0	161	Rory Kinnear	11000	200074175	Action\|Adventure\|Thriller	Christoph Waltz	Spectre	275868	11700	Stephanie Sigman	bomb\|espionage\|sequel\|spy\|terrorist	http://www.imdb.com/title/tt2379713/?ref_=fn_tt_tt_1	994	English	UK	PG-13	245000000	2015	393	6.8	2.35	85000
3	Color	Christopher Nolan	813	164	22000	23000	Christian Bale	27000	448130642	Action\|Thriller	Tom Hardy	The Dark Knight Rises	1144337	106759	Joseph Gordon-Levitt	deception\|imprisonment\|lawlessness\|police officer\|terrorist plot	http://www.imdb.com/title/tt1345836/?ref_=fn_tt_tt_1	2701	English	USA	PG-13	250000000	2012	23000	8.5	2.35	164000
4	Color	Doug Walker	110	103	131	369	Rob Walker	131	25445749	Documentary	Doug Walker	Star Wars: Episode VII - The Force Awakens	8	143	unknown	none	http://www.imdb.com/title/tt5289954/?ref_=fn_tt_tt_1	156	English	USA	Not Rated	20000000	2005	12	7.1	2.35	0
5	Color	Andrew Stanton	462	132	475	530	Samantha Morton	640	73058679	Action\|Adventure\|Sci-Fi	Daryl Sabara	John Carter	212204	1873	Polly Walker	alien\|american civil war\|male nipple\|mars\|princess	http://www.imdb.com/title/tt0401729/?ref_=fn_tt_tt_1	738	English	USA	PG-13	263700000	2012	632	6.6	2.35	24000
6	Color	Sam Raimi	392	156	0	4000	James Franco	24000	336530303	Action\|Adventure\|Romance	J.K. Simmons	Spider-Man 3	383056	46055	Kirsten Dunst	sandman\|spider man\|symbiote\|venom\|villain	http://www.imdb.com/title/tt0413300/?ref_=fn_tt_tt_1	1902	English	USA	PG-13	258000000	2007	11000	6.2	2.35	0
7	Color	Nathan Greno	324	100	15	284	Donna Murphy	799	200807262	Adventure\|Animation\|Comedy\|Family\|Fantasy\|Musical\|Romance	Brad Garrett	Tangled	294810	2036	M.C. Gainey	17th century\|based on fairy tale\|disney\|flower\|tower	http://www.imdb.com/title/tt0398286/?ref_=fn_tt_tt_1	387	English	USA	PG	260000000	2010	553	7.8	1.85	29000
8	Color	Joss Whedon	635	141	0	19000	Robert Downey Jr.	26000	458991599	Action\|Adventure\|Sci-Fi	Chris Hemsworth	Avengers: Age of Ultron	462669	92000	Scarlett Johansson	artificial intelligence\|based on comic book\|captain america\|marvel cinematic universe\|superhero	http://www.imdb.com/title/tt2395427/?ref_=fn_tt_tt_1	1117	English	USA	PG-13	250000000	2015	21000	7.5	2.35	118000
9	Color	David Yates	375	153	282	10000	Daniel Radcliffe	25000	301956980	Adventure\|Family\|Fantasy\|Mystery	Alan Rickman	Harry Potter and the Half-Blood Prince	321795	58753	Rupert Grint	blood\|book\|love\|potion\|professor	http://www.imdb.com/title/tt0417741/?ref_=fn_tt_tt_1	973	English	UK	PG	250000000	2009	11000	7.5	2.35	10000

	color	director_name	num_critic_for_reviews	duration	director_facebook_likes	actor_3_facebook_likes	actor_2_name	actor_1_facebook_likes	gross	genres	actor_1_name	movie_title	num_voted_users	cast_total_facebook_likes	actor_3_name	plot_keywords	movie_imdb_link	num_user_for_reviews	language	country	content_rating	budget	title_year	actor_2_facebook_likes	imdb_score	aspect_ratio	movie_facebook_likes
5033	Color	Shane Carruth	143	77	291	8	David Sullivan	291	424760	Drama\|Sci-Fi\|Thriller	Shane Carruth	Primer	72639	368	Casey Gooden	changing the future\|independent film\|invention\|nonlinear timeline\|time travel	http://www.imdb.com/title/tt0390384/?ref_=fn_tt_tt_1	371	English	USA	PG-13	7000	2004	45	7.0	1.85	19000
5034	Color	Neill Dela Llana	35	80	0	0	Edgar Tancangco	0	70071	Thriller	Ian Gamazon	Cavite	589	0	Quynn Ton	jihad\|mindanao\|philippines\|security guard\|squatter	http://www.imdb.com/title/tt0428303/?ref_=fn_tt_tt_1	35	English	Philippines	Not Rated	7000	2005	0	6.3	2.35	74
5035	Color	Robert Rodriguez	56	81	0	6	Peter Marquardt	121	2040920	Action\|Crime\|Drama\|Romance\|Thriller	Carlos Gallardo	El Mariachi	52055	147	Consuelo Gómez	assassin\|death\|guitar\|gun\|mariachi	http://www.imdb.com/title/tt0104815/?ref_=fn_tt_tt_1	130	Spanish	USA	R	7000	1992	20	6.9	1.37	0
5036	Color	Anthony Vallone	110	84	2	2	John Considine	45	25445749	Crime\|Drama	Richard Jewell	The Mongol King	36	93	Sara Stepnicka	jewell\|mongol\|nostradamus\|stepnicka\|vallone	http://www.imdb.com/title/tt0430371/?ref_=fn_tt_tt_1	1	English	USA	PG-13	3250	2005	44	7.8	2.35	4
5037	Color	Edward Burns	14	95	0	133	Caitlin FitzGerald	296	4584	Comedy\|Drama	Kerry Bishé	Newlyweds	1338	690	Daniella Pineda	written and directed by cast member	http://www.imdb.com/title/tt1880418/?ref_=fn_tt_tt_1	14	English	USA	Not Rated	9000	2011	205	6.4	2.35	413
5038	Color	Scott Smith	1	87	2	318	Daphne Zuniga	637	25445749	Comedy\|Drama	Eric Mabius	Signed Sealed Delivered	629	2283	Crystal Lowe	fraud\|postal worker\|prison\|theft\|trial	http://www.imdb.com/title/tt3000844/?ref_=fn_tt_tt_1	6	English	Canada	Not Rated	20000000	2013	470	7.7	2.35	84
5039	Color	unknown	43	43	49	319	Valorie Curry	841	25445749	Crime\|Drama\|Mystery\|Thriller	Natalie Zea	The Following	73839	1753	Sam Underwood	cult\|fbi\|hideout\|prison escape\|serial killer	http://www.imdb.com/title/tt2071645/?ref_=fn_tt_tt_1	359	English	USA	TV-14	20000000	2005	593	7.5	16.00	32000
5040	Color	Benjamin Roberds	13	76	0	0	Maxwell Moody	0	25445749	Drama\|Horror\|Thriller	Eva Boehnke	A Plague So Pleasant	38	0	David Chandler	none	http://www.imdb.com/title/tt2107644/?ref_=fn_tt_tt_1	3	English	USA	Not Rated	1400	2013	0	6.3	2.35	16
5041	Color	Daniel Hsia	14	100	0	489	Daniel Henney	946	10443	Comedy\|Drama\|Romance	Alan Ruck	Shanghai Calling	1255	2386	Eliza Coupe	none	http://www.imdb.com/title/tt2070597/?ref_=fn_tt_tt_1	9	English	USA	PG-13	20000000	2012	719	6.3	2.35	660
5042	Color	Jon Gunn	43	90	16	16	Brian Herzlinger	86	85222	Documentary	John August	My Date with Drew	4285	163	Jon Gunn	actress name in title\|crush\|date\|four word title\|video camera	http://www.imdb.com/title/tt0378407/?ref_=fn_tt_tt_1	84	English	USA	PG	1100	2004	23	6.6	1.85	456

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Math Symbol

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block